White shark (Carcharodon carcharias), Thinned satellite data (PSAT and SPOT), All pseudo-absence/background points, Cropped to 750 m isobath, all covariates (u and v become vel_mag) and seals, evaluated using area under the receiver operator curve (roc_auc)
Nowcast and Forecast Maps
Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
Metrics
| model_type | roc_auc |
|---|---|
| rf | 0.9922028 |
| bt | 0.7623410 |
| maxnet | 0.7562796 |
| gam | 0.7890668 |
| glm | 0.7281535 |
Variable Importance
